非對稱聯(lián)接神經(jīng)網(wǎng)絡(luò)的穩(wěn)定性和穩(wěn)定控制
STABILITY CONTROL AND ANALYSIS OF ASYMMETRIC CONTINUOUS NEURAL NETWORKS
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摘要: 本文對連續(xù)競爭神經(jīng)網(wǎng)絡(luò)提出一種新的動態(tài)分析方法,得出一類聯(lián)想網(wǎng)絡(luò)穩(wěn)定的必要條件。根據(jù)這一穩(wěn)定性準則,給出了一類聯(lián)想神經(jīng)網(wǎng)絡(luò)的綜合方法。對于一般不穩(wěn)定網(wǎng)絡(luò),提出了網(wǎng)絡(luò)穩(wěn)定控制的方法。這種方法也為穩(wěn)定網(wǎng)絡(luò)的動態(tài)控制和優(yōu)化提供了一條新途徑。Abstract: A new method for analysing dynamics of continuous competitive neuralnetworks has been proposed, and the necessary convergence conditions for a class of associative networks has been obtained. Based on the stability criterion and the equations of equilibrium set of the network, synthesis of a class of associative neural networks has been given. The stability control model of asymmetric unstable networks has been suggested, which is also a valid way for optimization and dynamic control of the stable neural n...
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